Side-by-Side Comparison
Physicists leads 5–0| Metric | Physicists | Statisticians |
|---|---|---|
| Risk Score | 29.3% | 37.8% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 35th | 75th |
| Tasks at Risk (>50%) | 6 / 15 | 9 / 15 |
| Median Salary | $166,290 | $103,300 |
| Employment | 21K | 30K |
Skill Comparison
|
Sorted by largest difference
Science
Originality
Fluency of Ideas
Thinking Creatively
Speech Clarity
Visualization
Learning Strategies
InstructingAI-Resistant
English Language
Coordinating the Work and Activities of Others
Analyzing Data or Information
Oral Comprehension
Protective Factors
Higher values indicate stronger protection against AI displacement
Physicists
34%
total discount
Statisticians
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Physicists
6 of 15 at risk76%Direct testing and monitoring of contamination of radioactive equipment, and recording of personnel and plant area radiation exposure data.
53%Write research proposals to receive funding.
53%Report experimental results by writing papers for scientific journals or by presenting information at scientific conferences.
52%Design computer simulations to model physical data so that it can be better understood.
51%Analyze data from research conducted to detect and measure physical phenomena.
Statisticians
9 of 15 at risk71%Process large amounts of data for statistical modeling and graphic analysis, using computers.
70%Report results of statistical analyses, including information in the form of graphs, charts, and tables.
65%Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.
53%Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
52%Develop software applications or programming to use for statistical modeling and graphic analysis.
Wage Comparison
Statisticians earns -$62,990(-38%) vs Physicists
PhysicistsStatisticians
10th
$80,020$60,390
25th
$117,450$79,210
Median
$166,290$103,300
75th
$210,260$137,610
90th
$239,200$170,700
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Physicists2028–2035
Statisticians2028–2035
20242030203520402045
Physicists has a longer runway before significant displacement, projected 0 years later than Statisticians.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Physicists
$117,534
from $166,290
Statisticians
$64,294
from $103,300
After adjusting for AI risk, Physicists offers $53,240 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Physicists
0
Unique to Statisticians
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Creativity
Social Intelligence
Regulatory Barriers
Fine Manipulation
PhysicistsStatisticians